FPGA Implementation of AI-Based Inverter IGBT Open Circuit Fault Diagnosis of Induction Motor Drives

FPGA Implementation of AI-Based Inverter IGBT Open Circuit Fault Diagnosis of Induction Motor Drives

In modern industrial manufacturing processes, induction motors are broadly utilized as industrial drives. Online condition monitoring and diagnosis of faults that occur inside and/or outside of the Induction Motor Drive (IMD) system make the motor highly reliable, helping to avoid unscheduled downti...

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Bibliographic Details
Main Authors: Nagalingam Rajeswaran, Rajesh Thangaraj, Lucian Mihet-Popa, Kesava Vamsi Krishna Vajjala, Özen Özer
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Micromachines
Subjects:
condition monitoring
Induction Motor Drive
fault diagnosis
FPGA
Back Propagation Neural Network
Discrete Wavelet Transforms
Online Access:https://www.mdpi.com/2072-666X/13/5/663

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https://www.mdpi.com/2072-666X/13/5/663

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